| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_setup.py:_flush():81] Current SDK version is 0.28.2 | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_setup.py:_flush():81] Configure stats pid to 2107667 | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_setup.py:_flush():81] Loading settings from environment variables | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_init.py:setup_run_log_directory():739] Logging user logs to /workspace/runs/p5-mae-15m-natural-ess-1200k/wandb/run-20260818_001303-phase5-p5-mae-15m-natural-ess-1200k/logs/debug.log | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_init.py:setup_run_log_directory():740] Logging internal logs to /workspace/runs/p5-mae-15m-natural-ess-1200k/wandb/run-20260818_001303-phase5-p5-mae-15m-natural-ess-1200k/logs/debug-internal.log | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_init.py:init():783] calling init triggers | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_init.py:init():788] wandb.init called with sweep_config: {} | |
| config: {'model': {'embed_dim': 384, 'depth': 8, 'num_heads': 6, 'mlp_ratio': 4, 'target_frames': 1024, 'mel_bins': 64, 'patch_time': 16, 'patch_freq': 16, 'decoder_layers': 6, 'decoder_groups': 16, 'decoder_kernel': 3}, 'objective': {'kind': 'mae', 'mae_norm_pix': True, 'num_classes': 527, 'clone_batch': 1, 'mask_prob': 0.8, 'mask_length': 5, 'mask_prob_adjust': 0.07, 'average_top_k_layers': 0, 'utterance_weight': 1.0, 'normalize_utterance_target': False, 'ema_decay': 0.9998, 'ema_end_decay': 0.99999, 'ema_anneal_steps': None}, 'data': {'data_dir': '/workspace/data/asmel_flat', 'train_split': 'train', 'val_split': 'balanced_train', 'revision': '', 'batch_size': 48, 'num_workers': 12, 'prefetch_factor': 4, 'pin_memory': True, 'persistent_workers': True, 'drop_last': True, 'seed': 0, 'max_shards': 0}, 'mixture': {'cluster_index': '/workspace/data/asmel_flat/train_cluster_index.npy', 'distributions': None, 'dist_id': None, 'weights': [0.04398323452006878, 0.047639569377790236, 0.04987541997380786, 0.04352455826914307, 0.06833805433404602, 0.0691879390635264, 0.06156826483349581, 0.023825537754756217, 0.05248940389869583, 0.04984770065647712, 0.04359882511934997, 0.025219348711104046, 0.057987765843943384, 0.09278753823173767, 0.049216955435705825, 0.054416680962163656, 0.050065271147224095, 0.05877645887290118, 0.04349683895181232, 0.014154634042250515], 'repetition_cap': 1000.0, 'distinct_fraction': 0.627607}, 'optim': {'lr': 0.0003, 'betas': [0.9, 0.95], 'eps': 1e-08, 'weight_decay': 0.05, 'clip_norm': 4.0, 'warmup_frac': 0.1, 'min_lr_scale': 0.002}, 'loop': {'budget_clips': 1920000, 'schedule_clips': None, 'gradient_accumulation_steps': 1, 'precision': 'bfloat16', 'compile': True, 'compile_mode': 'default', 'log_every_n_steps': 20, 'heartbeat_every_n_steps': 50, 'max_steps': None}, 'eval': {'enabled': True, 'every_n_steps': 1000, 'num_clips': 2048, 'mask_seed': 12345, 'batch_size': 48}, 'checkpoint': {'save_every_n_steps': 5000, 'export_every_n_steps': 5000, 'keep_last_n_exports': 0}, 'tracking': {'campaign_id': 'phase5', 'trial_id': 'p5-mae-15m-natural-ess-1200k', 'wandb_project': 'mixture-transfer', 'wandb_entity': None, 'wandb_mode': 'online', 'wandb_run_id': None, 'hub_repo_id': None, 'hub_private': False, 'hub_upload': False}, 'runtime': {'seed': 0, 'data_loader_seed': None, 'objective_seed': None, 'deterministic': False, 'allow_tf32': True}, '_wandb': {}} | |
| 2026-08-18 00:13:03,408 INFO MainThread:2107667 [wandb_init.py:init():831] starting backend | |
| 2026-08-18 00:13:03,409 INFO MainThread:2107667 [wandb_init.py:init():846] sending inform_init request | |
| 2026-08-18 00:13:03,674 INFO MainThread:2107667 [wandb_init.py:init():851] backend started and connected | |
| 2026-08-18 00:13:03,676 INFO MainThread:2107667 [wandb_init.py:init():921] updated telemetry | |
| 2026-08-18 00:13:03,684 INFO MainThread:2107667 [wandb_init.py:init():944] communicating run to backend with 90.0 second timeout | |
| 2026-08-18 00:13:04,679 INFO MainThread:2107667 [wandb_init.py:init():981] starting run threads in backend | |
| 2026-08-18 00:13:04,756 INFO MainThread:2107667 [wandb_run.py:_console_start():2626] atexit reg | |
| 2026-08-18 00:13:04,756 INFO MainThread:2107667 [wandb_run.py:_redirect():2476] redirect: wrap_raw | |
| 2026-08-18 00:13:04,756 INFO MainThread:2107667 [wandb_run.py:_redirect():2545] Wrapping output streams. | |
| 2026-08-18 00:13:04,756 INFO MainThread:2107667 [wandb_run.py:_redirect():2568] Redirects installed. | |
| 2026-08-18 00:13:04,759 INFO MainThread:2107667 [wandb_init.py:init():1019] run started, returning control to user process | |
| 2026-08-18 00:24:57,076 INFO MainThread:2107667 [wandb_run.py:_finish():2397] finishing run luequinn-montana-state-university/mixture-transfer/phase5-p5-mae-15m-natural-ess-1200k | |
| 2026-08-18 00:24:57,077 INFO MainThread:2107667 [wandb_run.py:_atexit_cleanup():2593] got exitcode: 0 | |
| 2026-08-18 00:24:57,078 INFO MainThread:2107667 [wandb_run.py:_restore():2575] restore | |
| 2026-08-18 00:24:57,078 INFO MainThread:2107667 [wandb_run.py:_restore():2581] restore done | |
| 2026-08-18 00:24:59,950 INFO MainThread:2107667 [wandb_run.py:_footer_sync_info():4025] logging synced files | |